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Vagka E, Gnardellis C, Lagiou A, Notara V. Smartphone Use and Social Media Involvement in Young Adults: Association with Nomophobia, Depression Anxiety Stress Scales (DASS) and Self-Esteem. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:920. [PMID: 39063496 PMCID: PMC11277010 DOI: 10.3390/ijerph21070920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024]
Abstract
Excessive smartphone use and dependence on social media give rise to multiple issues that negatively affect the overall well-being of individuals. Nomophobia is characterized as a "digital disease" due to the unlimited use of smartphone devices. The aim of this study is to examine smartphone use and social media involvement in association with nomophobia and psychological traits (i.e., depression, anxiety, stress, and self-esteem) of young adults. A cross-sectional investigation was conducted on 1408 Greek undergraduate students aged 18 to 25 years, using an anonymous self-reported questionnaire. Study data were collected through the Nomophobia Questionnaire (NMP-Q), Depression Anxiety Stress Scale (DASS-21), and Rosenberg Self-Esteem Scale (RSES). Participants' social media engagement was summarized through four variables: use of social media applications, number of friends, number of followers, and number of messages exchanged daily on social media. High levels of nomophobia were associated with high engagement in social media and, thereby, with a high number of friends. The same applies to participants with high/normal self-esteem compared to those with low. Regarding stress, anxiety and depression were not associated with digital network use, while elevated stress and anxiety seemed to play a negative role in the number of online followers. In addition, high levels of anxiety were correlated to an increased number of messages exchanged through social media applications.
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Affiliation(s)
- Elissavet Vagka
- Department of Public and Community Health, School of Public Health, University of West Attica, 12243 Athens, Greece; (E.V.); (A.L.); (V.N.)
| | - Charalambos Gnardellis
- Department of Fisheries and Aquaculture, School of Agricultural Sciences, University of Patras, 30200 Messolonghi, Greece
| | - Areti Lagiou
- Department of Public and Community Health, School of Public Health, University of West Attica, 12243 Athens, Greece; (E.V.); (A.L.); (V.N.)
| | - Venetia Notara
- Department of Public and Community Health, School of Public Health, University of West Attica, 12243 Athens, Greece; (E.V.); (A.L.); (V.N.)
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Rajguru AJ, Mishra AK, Bhargava R, Sarkar S, Balhara YPS. Exploring risk factors and determinants: A scoping review of factors associated with nomophobia. Indian J Psychiatry 2024; 66:591-602. [PMID: 39257506 PMCID: PMC11382750 DOI: 10.4103/indianjpsychiatry.indianjpsychiatry_244_24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 06/20/2024] [Accepted: 06/23/2024] [Indexed: 09/12/2024] Open
Abstract
Background Nomophobia or no-mobile-phone phobia, defined as the fear of being unable to use or being unreachable via one's mobile phone. The pervasive concern has varied bio-psychosocial and clinical implications in an individual's life. Nomophobia is currently in an exploratory phase. Methods A scoping review was conducted to systematically map the relevant evidence and literature on nomophobia. The review of scholarly literature spanning from January 2010 to May 2023 employed a narrative synthesis methodology to succinctly encapsulate the research findings. Additionally, it encompassed a meticulous examination and visual representation of studies, detailing both the frequency of investigation into specific variables and the instances in which said variables exhibited a statistically significant association with nomophobia. Results A thorough examination of 92 studies revealed a total of 133 variables spanning demographic, lifestyle-related, academic, smartphone-related, psychosocial, and clinical domains. Notably, 42.86% of these variables have only been investigated in a single research study, underscoring the imperative for replication to enhance the generalizability, validity, and applicability of research findings. Moreover, the review identifies Nomophobia Questionnaire (NMP-Q) by Yildirim and Correia as the most widely used tool for measuring the severity of nomophobia. Conclusion There is a crucial need for homogeneity and consistency in reporting nomophobia scores and establishing corresponding gradations indicative of functional ramifications or clinical severity of nomophobia. The findings elucidate significant research gaps in existing literature on nomophobia, hold implications for further synthesis of data, and contribute to a comprehensive understanding of nomophobia; ensuring superior diagnostic accuracy and precision, and facilitating successful delivery of targeted interventions.
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Affiliation(s)
- Akanksha J Rajguru
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Ashwani K Mishra
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Rachna Bhargava
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Siddharth Sarkar
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences, New Delhi, India
| | - Yatan Pal Singh Balhara
- National Drug Dependence Treatment Centre, All India Institute of Medical Sciences, New Delhi, India
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Ding N, Shi J, Xu H, Wang X, Liu G, Mao L, Zhang G, Zhang J. The prospective associations among time management tendency, negative emotions, and problematic smartphone use in Chinese nursing students: enlightenment from COVID-19. Front Public Health 2024; 12:1323273. [PMID: 38389940 PMCID: PMC10881827 DOI: 10.3389/fpubh.2024.1323273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 01/24/2024] [Indexed: 02/24/2024] Open
Abstract
Purpose The regularity of epidemic prevention and control measures in China has meant that nursing students have been exposed to more electronic devices, while problematic smartphone use has increased. The purpose of this study is to determine the prospective associations among time management tendency, negative emotions, and problematic smartphone use in nursing students during the COVID-19 pandemic. Methods A longitudinal study was conducted between November 2021 and May 2022. A total of 989 nursing students participated. The convenience sampling method was adopted and the following tools were used: the Adolescence Time Management Disposition Scale, the Depression Anxiety Stress Scales - 21, and the Mobile Phone Addiction Index. Multiple parallel mediation models were used by Mplus. Results Time management tendency had a significantly negative effect on problematic smartphone use (p < 0.05). Further tests using mediation models showed that stress as a negative emotion mediated the relationship between time management tendency and problematic smartphone use (p < 0.05) over time. Conclusion Nursing educators need to strengthen the stress resistance and time management ability of nursing students.
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Affiliation(s)
- Nani Ding
- Wenzhou Vocational College of Science and Technology, Wenzhou, China
| | - Jiaqi Shi
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Huihui Xu
- Department of Psychology, School of Mental Health, Wenzhou Medical University, Wenzhou, China
| | - Xiaoyi Wang
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Guilin Liu
- School of Public Health and Management, Wenzhou Medical University, Wenzhou, China
| | - Lijie Mao
- First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guohua Zhang
- Department of Psychology, School of Mental Health, Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Clinical Research Center for Mental Disorders, The Affiliated Wenzhou Kangning Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jingjing Zhang
- School of Nursing, Wenzhou Medical University, Wenzhou, China
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Tan MYN, Ni Z, Liu ASH, Shorey S. The influence of social media on student nurses: A systematic mixed-studies review. NURSE EDUCATION TODAY 2024; 132:106000. [PMID: 37871496 DOI: 10.1016/j.nedt.2023.106000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 10/03/2023] [Accepted: 10/19/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND Social media usage has been ubiquitous and extensively integrated into the daily lives of student nurses. However, there exists a paucity of understanding regarding the influence of social media on student nurses' personal and professional development. OBJECTIVE To examine the influence of social media on student nurses' personal and professional values. DESIGN A systematic mixed-studies review. METHODS English language published studies were sourced from hand searches and seven electronic databases (PubMed, CINAHL, Embase, PsycINFO, ProQuest Dissertation and Theses Global, Scopus, and Web of Science) from the inception of each database to January 2023. RESULTS Twenty-six studies were included. Two main themes and eight subthemes were derived through thematic synthesis. The first main theme, Shaping Student Nurses into Nurses, included four subthemes: 1.1) Personal Development, 1.2) Professional Development, 1.3) Advocacy, and 1.4) Networking. The second main theme, Repercussions of Social Media Usage, included four subthemes: 2.1) Frustrations, 2.2) Discriminative Feelings, 2.3) Compulsive feelings, and 2.4) Consequences of Inappropriate Usage. CONCLUSION The ubiquitous utilization of social media among the current generation of student nurses, for personal, educational, and professional purposes, has precipitated transformative effects conducive to their holistic development. Notwithstanding the potential perils associated with privacy violation and inappropriate usage, educational institutions can develop pedagogical strategies and guidelines in collaboration with healthcare institutions and professionals, aimed at the incorporation of social media within the educational curricula and the prospective workplace environments of student nurses.
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Affiliation(s)
- Michelle Yan Ni Tan
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Zhao Ni
- School of Nursing, Yale University, New Haven, CT 06477, United States of America; Yale Institute for Global Health, Yale University, New Haven, CT 06520, United States of America.
| | - Abielle Shao Hua Liu
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Shefaly Shorey
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, National University Health System, Singapore.
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Tárrega-Piquer I, Valero-Chillerón MJ, González-Chordá VM, Llagostera-Reverter I, Cervera-Gasch Á, Andreu-Pejo L, Pérez-Cantó V, Ortíz-Mallasén V, Blasco-Palau G, Mena-Tudela D. Nomophobia and Its Relationship with Social Anxiety and Procrastination in Nursing Students: An Observational Study. NURSING REPORTS 2023; 13:1695-1705. [PMID: 38133116 PMCID: PMC10745487 DOI: 10.3390/nursrep13040140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/01/2023] [Accepted: 12/02/2023] [Indexed: 12/23/2023] Open
Abstract
Nomophobia is a phenomenon that describes the fear of not having one's mobile phone accessible. This study aimed to evaluate the presence of nomophobia among nursing students as well as its relationship with procrastination and social anxiety. METHODS An observational, descriptive, cross-sectional study was conducted in a sample of 308 nursing students. Data were collected using the Nomophobia Questionnaire, Academic Procrastination Scale-Short Form, and Social Anxiety Questionnaire for Adults. Additionally, sociodemographic variables related to academic performance and smartphone use were collected. We performed a descriptive, bivariate, and multivariate analysis of the Nomophobia Questionnaire score. RESULTS 19.5% (n = 60) of the students presented with or were at high risk of nomophobic behaviour. Moreover, nomophobic behaviour was positively correlated with high levels of social anxiety (p < 0.001), longer daily smartphone usage time (p < 0.001), and a high frequency of smartphone checking in class (p < 0.001). The predictive variables for nomophobic behaviour included age, variables related to smartphone use, social anxiety levels, work, procrastination tendency, sex, and self-reported average grade. CONCLUSION One out of five students in the sample studied presented with or were at high risk of nomophobic behaviour. Additionally, nomophobic behaviour was associated with social anxiety and variables related to smartphone use. This study was not registered.
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Affiliation(s)
- Irene Tárrega-Piquer
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - María Jesús Valero-Chillerón
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Víctor Manuel González-Chordá
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Irene Llagostera-Reverter
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Águeda Cervera-Gasch
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Laura Andreu-Pejo
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Víctor Pérez-Cantó
- Nursing Department, University of Alicante, Carretera San Vicente del Raspeig s/n, 03080 Alicante, Spain;
| | - Víctor Ortíz-Mallasén
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Guillem Blasco-Palau
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
| | - Desirée Mena-Tudela
- Nursing Department, Universitat Jaume I, Avda Sos Baynat s/n, 12071 Castelló de la Plana, Spain; (I.T.-P.); (I.L.-R.); (Á.C.-G.); (L.A.-P.); (V.O.-M.); (G.B.-P.); (D.M.-T.)
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Berdida DJE, Grande RAN. Nursing students' nomophobia, social media use, attention, motivation, and academic performance: A structural equation modeling approach. Nurse Educ Pract 2023; 70:103645. [PMID: 37100027 DOI: 10.1016/j.nepr.2023.103645] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 04/17/2023] [Indexed: 04/28/2023]
Abstract
AIM To investigate the interrelationships of nomophobia, social media use, attention, motivation, and academic performance among nursing students. BACKGROUND There is a preponderance of studies about nursing students' nomophobia, social media use, and academic performance. However, the mediating role of motivation and attention between nomophobia and academic performance remains a blind spot in nursing literature. DESIGN Cross-sectional design and structural equation modeling (SEM) approach. METHOD Students from five nursing institutions in the Philippines were recruited via convenience sampling (n = 835). We used STROBE guidelines in reporting this study. Three self-report instruments (Motivational Strategies for Learning Questionnaire [MSLQ], Media and Technology Usage and Attitude Scale [MTUAS], and Nomophobia Questionnaire [NMP-Q]) were used to collect data. SEM, mediation analyses, and path analyses were used for data analysis. RESULTS The emerging model afforded acceptable model fit indices. Nursing students' nomophobia positively influenced social media use whereas negatively impacting motivation and attention. Social media use, motivation, and attention directly affect academic performance. Path analyses depicted that motivation and attention mediated the indirect effect of nomophobia on academic performance. Motivation mediated the indirect impact of nomophobia on attention. Finally, attention mediated the indirect effect of motivation on academic performance. CONCLUSION Nursing institutions and educators can use the proposed model in developing guidelines for evaluating nomophobia and regulating social media use in the academic and clinical context. These initiatives could support nursing students' transition from school to practice while assisting them in maintaining their academic performance.
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Affiliation(s)
| | - Rizal Angelo N Grande
- Mental Health Nursing Department, College of Nursing, University of Ha'il, Ha'il City, KSA 55473, Saudi Arabia.
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